#1 Body Weight
Ketogenic Diets → Body Weight
- EvidenceScore™
- 84
- Strong
- ImpactScore™
- 100
- Very Positive
- ConsistencyScore™
- 100
- consistent
Diet and Nutrition has evidence across 10 diabetes-related outcomes, with strongest support for Body Weight, HbA1c and Insulin Resistance.
Evidence Intelligence™
Every evidence topic is generated from structured relationships across diabetes research, including topics, interventions, outcomes, and individual studies.
| Rank | Outcome group | EvidenceScore™ | ImpactScore™ | Consistency | Studies | Effectiveness | Action |
|---|---|---|---|---|---|---|---|
| #1 | Body Weight | 84/100Strong | 100/100Very Positive | 100/100consistent | 5 | strong_positive | Explore evidence |
| #2 | HbA1c | 83/100Strong | 80/100Positive | 80/100consistent | 5 | moderate_positive | Explore evidence |
| #3 | Insulin Resistance | 82/100Strong | 80/100Positive | 83/100consistent | 6 | moderate_positive | Explore evidence |
| #4 | Body Composition | 81/100Strong | 84/100Positive | 83/100consistent | 6 | moderate_positive | Explore evidence |
| #5 | HbA1c | Strong | 100/100Very Positive | 100/100consistent | 4 | strong_positive | Explore evidence |
| #6 | Adipokine and Angiogenic Markers | Strong | 75/100Positive | 67/100generally_consistent | 4 | moderate_positive | Explore evidence |
| #7 | Fasting Glucose | Strong | 88/100Very Positive | 75/100consistent | 4 | strong_positive | Explore evidence |
| #8 | Cardiovascular Outcomes | Strong | 67/100Slightly Positive | 35/100mixed | 3 | weak_positive | Explore evidence |
| #9 | Blood Pressure | Strong | 83/100Positive | 67/100generally_consistent | 3 | moderate_positive | Explore evidence |
| #10 | HbA1c | Strong | 67/100Slightly Positive | 67/100generally_consistent | 3 | weak_positive | Explore evidence |
Ketogenic Diets → Body Weight
Ketogenic Diets → HbA1c
Ketogenic Diets → Insulin Resistance
Ketogenic Diets → Body Composition
Glycemic Control Treatments → HbA1c
Ketogenic Diets → Adipokine and Angiogenic Markers
Ketogenic Diets → Fasting Glucose
Glycemic Control Treatments → Cardiovascular Outcomes
Ketogenic Diets → Blood Pressure
Low-fat Diets → HbA1c
Relationships organized using the Dediabetes Evidence Intelligence™ framework.
Body weight, HbA1c, and Waist circumference have the strongest available evidence signals for Diet and Nutrition.
ConsistencyScore™: Results are consistent across studies.
Ranked evidence signals
HbA1c
EvidenceScore™ Strong | EvidenceScore™ 86.0 | moderate positive | ConsistencyScore™ Generally Consistent | 24 studies
Waist circumference
EvidenceScore™ Strong | EvidenceScore™ 85.9 | strong positive | ConsistencyScore™ Consistent | 8 studies
Body weight
EvidenceScore™ Strong | EvidenceScore™ 85.4 | strong positive | ConsistencyScore™ Consistent | 13 studies
Why this answer: This answer is based on 28 supporting studies with consistent results and a positive effect signal.
Fasting Plasma Glucose (FPG), HbA1c, and Body weight are among the most studied areas in relation to Diet and Nutrition.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
HbA1c
EvidenceScore™ Strong | EvidenceScore™ 86.0 | moderate positive | ConsistencyScore™ Generally Consistent | 91 studies
Body weight
EvidenceScore™ Strong | EvidenceScore™ 85.4 | strong positive | ConsistencyScore™ Consistent | 52 studies
Fasting Plasma Glucose (FPG)
EvidenceScore™ Strong | EvidenceScore™ 83.8 | strong positive | ConsistencyScore™ Consistent | 44 studies
Why this answer: This answer is based on 126 supporting studies and existing graph evidence signals.
Results are mixed or unclear for HbA1c, Systolic blood pressure, and Body weight in relation to Diet and Nutrition.
ConsistencyScore™: Results are mixed and should be interpreted cautiously.
Ranked evidence signals
Body weight
EvidenceScore™ Strong | EvidenceScore™ 82.3 | moderate positive | ConsistencyScore™ Mixed | 6 studies
Fasting Plasma Glucose (FPG)
EvidenceScore™ Strong | EvidenceScore™ 79.0 | moderate positive | ConsistencyScore™ Mixed | 8 studies
2-hour plasma glucose
EvidenceScore™ Strong | EvidenceScore™ 79.0 | moderate positive | ConsistencyScore™ Mixed | 4 studies
Why this answer: This answer is cautious because the available studies report mixed findings.
Blood glucose, C-peptide, and Total cholesterol need more research in relation to Diet and Nutrition.
ConsistencyScore™: Results are mixed and should be interpreted cautiously.
Ranked evidence signals
Blood glucose
EvidenceScore™ Emerging | EvidenceScore™ 56.1 | strong positive | ConsistencyScore™ Consistent | 2 studies
Total cholesterol
EvidenceScore™ Emerging | EvidenceScore™ 56.1 | strong positive | ConsistencyScore™ Mixed | 2 studies
C-peptide
EvidenceScore™ Emerging | EvidenceScore™ 54.8 | strong positive | ConsistencyScore™ Mixed | 2 studies
Why this answer: This answer is cautious because the available studies report mixed findings.
HbA1c and Waist circumference have available evidence for Diet and Nutrition, but the comparison requires review of the underlying studies.
ConsistencyScore™: Results are generally consistent across studies.
Ranked evidence signals
HbA1c
EvidenceScore™ Strong | EvidenceScore™ 86.0 | moderate positive | ConsistencyScore™ Generally Consistent | 24 studies
Waist circumference
EvidenceScore™ Strong | EvidenceScore™ 85.9 | strong positive | ConsistencyScore™ Consistent | 8 studies
Why this answer: This answer is based on 26 supporting studies with generally consistent results and a positive effect signal.
Outcomes most commonly studied in relation to diet and nutrition interventions.
Evidence related to lowering or improving HbA1c/A1C in diabetes management.
Evidence related to Muscle Strength.
Evidence related to Diabetes Prevention.
Evidence related to body weight reduction, BMI improvement, waist circumference, and body composition changes.
Evidence related to Blood Pressure.
Evidence related to treatment adherence, medication use, physical activity participation, step count, diet intake, fruit and vegetable intake, and self-care behavior adherence.
Each bubble represents an evidence relationship. Position shows effectiveness and EvidenceScoreâ„¢; size reflects study volume.
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